Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 1.163335 1.419101 1.748916 2.219681 2.900535 3.897108 5.573196
2025-07-13 0.878340 1.181247 1.638583 2.438601 3.965467 7.261591 17.578582
2025-07-20 0.714786 1.020449 1.531147 2.563512 5.036415 12.969465 79.886287
2025-07-27 0.597904 0.886637 1.402256 2.556514 5.864991 21.525368 1305.593057
2025-08-03 0.508799 0.773525 1.267829 2.456778 6.369057 33.156030 NaN
2025-08-10 0.457000 0.712828 1.213401 2.515968 7.567771 68.629985 NaN
2025-08-17 0.421691 0.674161 1.191317 2.649939 9.459656 226.138352 NaN
2025-08-24 0.384768 0.625371 1.133831 2.652083 10.836872 1045.356182 NaN
2025-08-31 0.348576 0.572316 1.054366 2.546975 11.421540 10712.534654 NaN
2025-09-07 0.329491 0.550454 1.042746 2.669029 14.351209 NaN NaN
2025-09-14 0.308105 0.520779 1.005550 2.681569 16.612371 NaN NaN
2025-09-21 0.286004 0.486891 0.951281 2.603492 17.754003 NaN NaN
2025-09-28 0.267086 0.458192 0.906749 2.553720 19.490379 NaN NaN
2025-10-05 0.260530 0.455265 0.929545 2.813969 29.591749 NaN NaN
2025-10-12 0.250770 0.444032 0.927507 2.966277 41.619799 NaN NaN
2025-10-19 0.237711 0.423916 0.896588 2.957251 49.883956 NaN NaN
2025-10-26 0.223241 0.399236 0.848598 2.834121 51.785703 NaN NaN
2025-11-02 0.214717 0.387393 0.836391 2.907081 70.331703 NaN NaN
2025-11-09 0.208757 0.380851 0.838857 3.072872 115.992001 NaN NaN
2025-11-16 0.200070 0.367062 0.816782 3.075532 153.697474 NaN NaN
2025-11-23 0.189725 0.348523 0.777318 2.945373 157.853062 NaN NaN
2025-11-30 0.185067 0.343194 0.778835 3.096566 313.109318 NaN NaN
2025-12-07 0.178506 0.332710 0.762169 3.112140 498.534653 NaN NaN